Tumor analysis on TumorCoT 1.5M (test) benchmark leaderboard · SOTA2 Research

Tumor analysis on TumorCoT 1.5M (test)

99.97Organ PositionTumorChain-7B

Evaluation Results

Method	Links
TumorChain-7B2026.03		99.97	97.57	86.88	82.28	84.52	85.05	86.2	86.57	88.83	61.63	71.07	82.36	84.41
TumorChain-3B2026.03		99.93	96.44	79.13	69.07	73.57	68.97	81.04	76.34	86.34	55.09	56.49	78.96	76.78
TumorChain-7B2026.03		99.92	97.45	78.95	75.78	74.6	80.18	82.82	78.75	84.37	59.29	66.85	79.83	79.9
TumorChain-7B2026.03		99.91	97.1	82.75	78.43	82.57	82.79	84.26	84.16	88.34	60.76	68.12	80.26	82.45
TumorChain-7B2026.03		99.87	97.55	79.36	79.52	74.62	81.46	80.6	79.2	84.65	60.32	65.87	81.06	80.34
GPT-5-Mini2026.03		44.18	37.73	44.96	47.72	62.58	57.13	64.85	66.67	34.25	47.4	49.6	62.02	51.59
Gemini2.0-Flash2026.03		43.27	17.69	46.81	35.97	38.22	39.11	40.22	52.86	34.03	42.21	49.06	56.08	41.29
MiniCPM-V4.5-9B2026.03		35.7	29.56	44.11	52.61	53.67	50.8	46.92	58.45	43.12	44.74	44.27	47.84	45.98
Claude3-Haiku2026.03		32.61	33.05	52.38	58.51	50	50.74	37.51	50.95	59.19	56.59	43.4	33.21	46.51
M3D-Phi-3-4B2026.03		32.39	28.28	22.69	23.93	42.74	30.49	27.19	52.35	44.82	30.8	35.86	34.79	32.84
MedVLM-R1-2B2026.03		32.23	38.92	19.37	48.79	51.2	48.02	44.53	52.26	30.38	27.26	32.82	39.7	38.79
LLaVA-CoT-11B2026.03		31.63	27.64	37.7	59.44	49.34	49.6	37.9	55.48	48.2	47.91	49.23	44.81	44.91
HealthGPT-3.8B2026.03		30.58	22.8	45.87	51.35	45.77	47.27	31.24	40.13	45.68	49.02	39.69	39.2	40.72
Qwen2.5-VL-7B2026.03		29.57	32.52	27.41	43.96	57.51	49.36	46.73	58.02	34.17	37.49	51.15	60.54	44.04
InternVL-2.5-8B2026.03		29.1	27.67	33.5	49.96	51.45	49.48	42.68	51.7	36.16	35.07	48.09	52.18	42.25
Lingshu-7B2026.03		25.28	32.58	24.9	51.7	60.61	53.4	45.21	63.63	30.35	42.79	56.49	54.3	45.1
RadFM2026.03		13.86	15.97	15.23	21.25	49.84	21.07	19.34	24.15	49.58	46.02	28.47	21.34	26.32